Spring GDS 25th Anniversary
A logistics company that ships to 190 countries built something to ship to itself.
Data governance
What is data governance?
Data governance is the framework of rules, roles, and processes that decides how an organization handles its data. Who owns a dataset, who can access it, what a term officially means, how long records are kept, how quality gets checked. It is the difference between data as an asset and data as a liability.
The practical pieces include ownership, so every important dataset has a person accountable for it; definitions, so "revenue" or "active user" means one thing across the company; access control, so sensitive data reaches only the right hands; and quality standards, so errors get caught instead of compounding. Governance also carries the weight of regulation. Rules like GDPR put real obligations on how personal data is collected, stored, and deleted. A bank that can't tell you who touched a customer record, or a marketing team where three departments define a lead three ways, both have a governance gap that no dashboard can paper over.
Governance has a reputation for bureaucracy, and over-applied it deserves it. The aim is enough structure to make data trustworthy and compliant without smothering the people trying to use it. Too little and the data lies; too much and nobody can move.
Data governance at Dallonses
We build governance into data work from the start, because retrofitting it onto a sprawling system is far more painful than designing it in. When we set up a warehouse or a reporting layer, we settle ownership, definitions, and access rules alongside the pipelines, so the structure grows with the data instead of chasing it.
Our approach is pragmatic rather than ceremonial. We add the controls that make business intelligence trustworthy and keep clients on the right side of regulation, and we skip the process that exists only to slow people down. We've helped global brands turn contested numbers into a single agreed source. When ownership is clear and definitions hold, every report downstream inherits that trust.
Two teams, two versions of the same number? Let's settle it for good.
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